diff --git a/src/diffusers/pipelines/auto_pipeline.py b/src/diffusers/pipelines/auto_pipeline.py
index f3a05c2c661f..a3e2fc6de78f 100644
--- a/src/diffusers/pipelines/auto_pipeline.py
+++ b/src/diffusers/pipelines/auto_pipeline.py
@@ -528,7 +528,9 @@ def from_pipe(cls, pipeline, **kwargs):
             if k not in text_2_image_kwargs
         }
 
-        missing_modules = set(expected_modules) - set(pipeline._optional_components) - set(text_2_image_kwargs.keys())
+        missing_modules = (
+            set(expected_modules) - set(text_2_image_cls._optional_components) - set(text_2_image_kwargs.keys())
+        )
 
         if len(missing_modules) > 0:
             raise ValueError(
@@ -838,7 +840,9 @@ def from_pipe(cls, pipeline, **kwargs):
             if k not in image_2_image_kwargs
         }
 
-        missing_modules = set(expected_modules) - set(pipeline._optional_components) - set(image_2_image_kwargs.keys())
+        missing_modules = (
+            set(expected_modules) - set(image_2_image_cls._optional_components) - set(image_2_image_kwargs.keys())
+        )
 
         if len(missing_modules) > 0:
             raise ValueError(
@@ -1141,7 +1145,9 @@ def from_pipe(cls, pipeline, **kwargs):
             if k not in inpainting_kwargs
         }
 
-        missing_modules = set(expected_modules) - set(pipeline._optional_components) - set(inpainting_kwargs.keys())
+        missing_modules = (
+            set(expected_modules) - set(inpainting_cls._optional_components) - set(inpainting_kwargs.keys())
+        )
 
         if len(missing_modules) > 0:
             raise ValueError(